Deep imputation of missing values in time series health data: A review with benchmarking.
Maksims KazijevsManar D. SamadPublished in: J. Biomed. Informatics (2023)
Keyphrases
- missing values
- health data
- health care
- missing data
- incomplete data
- data imputation
- electronic health records
- high dimensional data
- imputation methods
- missing data imputation
- multiple imputation
- temporal databases
- clinical trials
- database systems
- active learning
- patient care
- temporal patterns
- data management
- nearest neighbor
- information systems